Machine learning for industry 4.0: A systematic review using deep learning-based topic modelling

D Mazzei, R Ramjattan - Sensors, 2022 - mdpi.com
… The various ML techniques we are about to discuss are deepWi-Fi-capable device without
any additional hardware [117]. … issue is the complexity of deploying and integrating new ML …

Wi-Fi meets ML: A survey on improving IEEE 802.11 performance with machine learning

S Szott, K Kosek-Szott, P Gawłowicz… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
… overlap with our literature review. However, since none of them focuses exclusively on Wi-Fi,
neither the … However, specific details concerning the integration of ML techniques and Wi-Fi

A systematic review on machine learning and deep learning models for electronic information security in mobile networks

C Gupta, I Johri, K Srinivasan, YC Hu, SM Qaisar… - Sensors, 2022 - mdpi.com
… Table 2 presents the summary of works on machine learning techniques for electronic …
encoders and performed pre-training to obtain a more accurate Wi-Fi indoor positioning model. …

Predicting trends and research patterns of smart cities: A semi-automatic review using latent dirichlet allocation (LDA)

C Sharma, I Batra, S Sharma, A Malik… - IEEE …, 2022 - ieeexplore.ieee.org
… is a key technique of topic modelling, the topic modelling is deluded … the literature review and
applied more advanced techniquesystems or servers using network connectivity like Wi-Fi. …

A systematic review of quality of service in wireless sensor networks using machine learning: Recent trend and future vision

M Pundir, JK Sandhu - Journal of Network and Computer Applications, 2021 - Elsevier
systematic review is presented in this paper based on QoS parameters in the light of Machine
Learning (ML) techniques… This paper proposed an efficient model which integrates the gas …

Machine learning approaches to IoT security: A systematic literature review

R Ahmad, I Alsmadi - Internet of Things, 2021 - Elsevier
… to develop models that can integrate state of the art techniques and … of this systematic review
show many research papers where authors presented deep learning and machine learning-…

Machine learning based indoor localization using Wi-Fi RSSI fingerprints: An overview

N Singh, S Choe, R Punmiya - IEEE access, 2021 - ieeexplore.ieee.org
… of Wi-Fi fingerprinting by highlighting its suitability in indoor localization. Furthermore, we
discuss the various techniques used for … Finally, we address the techniques used for radio map …

A systematic review of smart cities and the internet of things as a research topic

BDN Joao, CLDE SOUZA, FA Serralvo - Cadernos EBAPE. BR, 2019 - SciELO Brasil
… identification (RFID), Wi-Fi and telephone data services all … Big data analytics with machine
learning tools. In: DEY, N. et … integrated solutions is the key to higher spatial intelligence in …

Artificial intelligence for sustainable energy: A contextual topic modeling and content analysis

T Saheb, M Dehghani, T Saheb - … Computing: Informatics and Systems, 2022 - Elsevier
… to perform a mixed-method literature review to have a deeper … library, which uses machine
learning to discover contextual … Pervasive Wi-Fi connection, due to its ability to save energy, …

IoT-based prediction models in the environmental context: A systematic Literature Review

S Polymeni, E Athanasakis, G Spanos, K Votis… - Internet of Things, 2022 - Elsevier
… for the integration of IoT solutions, since the issue of … Artificial Intelligence (AI) and specifically
Machine Learning (… of several different communication technologies (Wi-Fi, LoRaWAN, etc.…